Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add chuwu57/Chuwu-PR-OS --skill judgment-hubgit clone --depth 1 https://github.com/chuwu57/Chuwu-PR-OSWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/chuwu57/chuwu-pr-os/judgment-hub)<a href="https://agentmods.dev/skills/chuwu57/chuwu-pr-os/judgment-hub"><img src="https://agentmods.dev/badge/skills/chuwu57/chuwu-pr-os/judgment-hub/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/chuwu57/chuwu-pr-os/judgment-hub"><img src="https://agentmods.dev/badge/skills/chuwu57/chuwu-pr-os/judgment-hub.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00095 | $0.02302 |
| Opus 5.5 | $0.00038 | $0.00921 |
| Sonnet 5.5 | $0.00019 | $0.00460 |
| Haiku 4.5 | $0.00010 | $0.00230 |
Grade A, and why
judgment-hub scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 231 lines — stays where its author put it; the contents beside it link to each section on GitHub.
判断中枢
归属说明:本Skill由初五维护,属于初五的个人Skill体系。分享或再分发时请保留本归属说明及已有来源、作者和许可声明。
定位
判断中枢不负责把材料写得更完整,而负责判断该做什么、不做什么、为什么。
它处理的是这类问题:
- 要不要回应。
- 要不要发稿。
- 要不要延期。
- 要不要牺牲传播效果保护信任。
- 要不要把外部舆情转成业务自查。
- 要不要把一个看似小的表达问题升级为战略问题。
PR 的本质不是表达,而是业务判断。表达只是判断之后的动作。
优先调用关系
如果问题已经属于某个具体任务,先用一个专项Skill:
- 热点事件、热搜、行业争议:先用
hot-public-opinion-analysis。 - 单篇稿子、竞对文章、媒体叙事:先用
media-narrative-analysis。 - 上线前动作、代言、产品、规则变更:先用
pr-contingency-plan。 - 新闻稿起草、改稿、终稿检查:先用
press-release。 - 文案上线前审查:先用
copy-lens-review。
专项Skill已经足以回答时直接结束。判断中枢只在仍需最终取舍、优先级或动作边界时介入。
从专项Skill进入时,先读取其按Domains/PR/45-Workflows/Workflow_PR-Skill-Handoff.md形成的八字段交接包。先锁定独立列出的决策主体和时间锚点,再复用上游已确认事实、证据边界和框架结论;只有关键事实缺失、相互矛盾、用户要求复核或即将形成新的高风险公开主张时,才重新打开原材料。
最终取舍前确认两个判断锚点:当前替谁决策,以及结论对应哪个时间切片。若用户没有说明,先写明合理假设;不同主体或时间会改变动作时,输出条件结论并指出必须补充的信息。历史事件的Evidence不能自动证明当前舆情阶段。
上游已经完成舆情状态、实质、走势和业务暴露时,不再重复生成一份舆情报告。本Skill只新增五道门判断、动作选择、代价、暂停条件和最终优先级。
知识调用
交接包仍存在判断缺口时才读取references/knowledge-map.md,按以下优先级吸收:
- 复用交接包的当前事实、证据边界与已完成分析;读取顺序优先不代表上游结论拥有更高判断权威。
- 需要校准或上游建议与证据冲突时,按当前有效的Principle、Framework、Strategy及已验证案例判断;Workflow定义任务合同,未写回知识层的Skill反馈不升级为专业依据。
- 理论只补真实机制缺口,不作为正文主轴。校正有冲突的结论,保留仍成立的事实与分析,不因此重跑全部专项Skill。
不要把理论概念写成答案。必须翻译成可执行判断、动作边界或风险提示。
核心原则
0. 先过五道门
需要决定一个动作是否继续时,读取Domains/PR/35-Frameworks/Framework_PR-Decision-Gate.md,依次检查Reality、Harm、Context、Organization、Trust。
任一硬停止都不能被其他维度的高收益抵消。事实未明、伤害仍在扩大或内部无人能承担承诺时,结论优先是暂停并补条件,不是先写一版话术。
1. 先判断问题性质
同一个现象可能属于不同问题:
- 事实问题:信息是否真实、可核验。
- 表达问题:说法是否准确、稳定、可被普通人理解。
- 叙事问题:外界会形成什么认知。
- 信任问题:是否消耗品牌信用。
- 业务问题:是否影响交易、渠道、用户、监管、合作关系。
- 组织问题:是否暴露内部判断或协同能力不足。
问题性质判断错,后面的动作都会错。
2. 信任优先于声量
声量可以短期放大,信任一旦消耗会变成长期解释成本。
如果一个动作依赖以下东西获得传播,要默认提高风险等级:
- 歧义。
- 冒犯。
- 夸大。
- 借弱势群体。
- 借公共价值。
- 把计划包装成结果。
- 用短期增长证明公共表达合理。
3. 长期优先于短期
不要只问这次能不能过。要问:
- 这次会不会留下可被反复截图的把柄。
- 以后同类议题我们是否更难解释。
- 业务是否会为了传播动作承担更高风险。
- 媒体、用户、监管、合作方对我们的默认信任是否变化。
4. 没有零风险,只有取舍
预案、回应、发稿、沉默都不是无风险动作。
判断时必须写清楚:
- 得到什么。
- 失去什么。
- 谁承担成本。
- 成本是一次性,还是会长期存在。
5. 不要为了动作而动作
很多问题最好的动作是不回应、只观察、内部自查或改业务动作。
PR 动作的价值不在于「做了什么」,而在于是否降低解释成本、保护信任、修复关系、建立更稳定的话语位置。
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago Changed · +1 lines · -6 tokens per session f6b6f2252d34
- 1mo ago Changed · +21 lines · -26 tokens per session 57af4355bab2
- 1mo ago First seen · 209 lines · 127 tokens per session scan A 5a5bac6b7ffa
judgment-hub is a skill published in the GitHub repository chuwu57/Chuwu-PR-OS (84 stars, last pushed 13d ago), licensed MIT. It adds 95 tokens to every session and 2,302 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
goal
Use when the user invokes /goal, asks for goal mode, designs an agent loop, or starts long-horizon autonomous work that should be clarified into a concrete, verifiable objective before execution.
launch-loop-strategy
Use when planning a practical launch loop for a feature, product update, template, prompt, skill, integration, beta, or release with a known launch date, especially when the user needs channels, content angles, a posting schedule, community distribution, replies, DMs, and follow-up remixes.
marketing-growth
Use when planning product marketing, writing marketing copy, designing pricing tiers, building programmatic SEO pages, optimizing on-page SEO, managing social media accounts and publishing queues, planning social media calendars, running Twitter automation, conducting Google Trends research, brainstorming brand/domain…
launch-strategy
Use when planning a product launch, feature release, waitlist, beta, public announcement, relaunch, Product Hunt-style push, repeated feature launch system, launch-week checklist, or multi-channel GTM rollout.
x-article-writer
Use when writing or rewriting longform X/Twitter articles, X Articles, founder essays, launch essays, growth teardowns, product breakdowns, build-in-public stories, or sharp startup takes that need X-native hooks, tone, pacing, and structure. Use for X Articles and long posts, not blog SEO posts, lifecycle emails, or…
copywriting
Use when writing or rewriting website copy: homepages, landing pages, pricing pages, product pages, feature pages, hero sections, headlines, subheads, CTAs, value propositions, taglines, and above-the-fold messaging. Do not use for email sequences, blog posts, longform X articles, or platform-specific ad copy.